CertiVision SPGG replaces human security monitors with autonomous AI surveillance for San Pedro Garza García municipality. Powered by Google Gemini Vision, the system analyzes live and recorded video in real time, detecting incidents like robberies, fights, and restricted vehicles. Every analyzed frame is logged with a SHA-256 cryptographic hash, creating an immutable audit trail no one can delete or manipulate. Built on Python, FastAPI, and React, with Lobster Trap as the AI governance layer. No human agents. No blind spots. No corruption. Full transparency for citizens, auditors, and municipal authorities.
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